Real-Time AI Market Map (2026)
AI-classified software ranked by observed payment activity across the Cledara customer population.
1689 classified tools across 13 categories. Rankings through Oct-2026.
Based on classified software and anonymized purchase signals from Cledara customers. This is a view of the customer dataset; catalogue inclusion alone does not establish an active paid subscription.
As of 23 October 2026, 01:14 UTC, Anthropic/Claude leads the AI-classified tools by trailing 12-month payment activity in Cledara, ahead of OpenAI/ChatGPT and Google Workspace. This ranking does not measure distinct customer adoption or product usage.
About this dataset
This AI market map records 1,689 classified products, including AI-native tools, AI-embedded software and hyperscalers. Products with observed ranks are ordered by trailing 12-month software purchase and renewal transactions across Cledara customers. Anthropic/Claude ranks ahead of OpenAI/ChatGPT as of 23 October 2026, 01:14 UTC. Catalogue inclusion alone does not establish current paid use. Updated monthly.
AI tools ranked by payment activity in 2026
The top 20 AI-classified tools by trailing 12-month payment activity in Cledara. Anthropic/Claude has 12.3% of recorded transactions across all software, ahead of OpenAI/ChatGPT and Google Workspace. Shares use the all-software denominator, not just AI products or distinct customers.
Ranks count trailing 12-month purchase and renewal transactions. Shares use all software recorded in Cledara, including products outside AI; they do not measure distinct customers.
| # | Tool | Category | Type | Payment-activity rank | Payment-activity share |
|---|---|---|---|---|---|
| 1 | Anthropic/Claude | AI Platforms & Model Ops | AI-Native | #1 | 12.3% |
| 2 | OpenAI/ChatGPT | AI Platforms & Model Ops | AI-Native | #2 | 5.9% |
| 3 | Google Workspace | Collaboration & Productivity | Hyperscaler | #4 | 3.5% |
| 4 | Cursor | Engineering & DevOps | AI-Native | #5 | 3.2% |
| 5 | GitHub | Engineering & DevOps | AI-Embedded | #7 | 2.1% |
| 6 | Figma | Marketing & Growth | AI-Embedded | #10 | 1.3% |
| 7 | Slack | Collaboration & Productivity | AI-Embedded | #11 | 1% |
| 8 | Webflow | Marketing & Growth | AI-Embedded | #12 | 1% |
| 9 | Zoom | Collaboration & Productivity | AI-Embedded | #13 | 0.8% |
| 10 | Hubspot | Marketing & Growth | AI-Embedded | #14 | 0.8% |
| 11 | Zapier | Engineering & DevOps | AI-Embedded | #16 | 0.8% |
| 12 | Vercel | Engineering & DevOps | AI-Embedded | #17 | 0.8% |
| 13 | Notion | Collaboration & Productivity | AI-Embedded | #19 | 0.7% |
| 14 | Canva | Marketing & Growth | AI-Embedded | #20 | 0.7% |
| 15 | Miro | Collaboration & Productivity | AI-Embedded | #23 | 0.7% |
| 16 | Intuit Mailchimp | Marketing & Growth | AI-Embedded | #25 | 0.5% |
| 17 | ElevenLabs | Marketing & Growth | AI-Native | #26 | 0.5% |
| 18 | Lovable | Engineering & DevOps | AI-Native | #27 | 0.5% |
| 19 | Typeform | Marketing & Growth | AI-Embedded | #28 | 0.5% |
| 20 | OpenRouter | AI Platforms & Model Ops | AI-Native | #29 | 0.5% |
The AI market map by category
Filter the catalogue by founded year, category or country. The activity ranking above describes the full published population. PNG exports show a summary of the full catalogue: up to six tools in each of the twelve largest categories. CSV and JSON include all matching tools. Countries describe recorded vendor headquarters.
AI Market Map
1689 matching tools in 13 categories
AI Platforms & Model Ops
AI Development Tools (32)
ML Ops & Model Training (22)
AI Agents & Automation (13)
AI Assistants & Copilots (11)
LLM Providers & APIs (7)
AI Platform (6)
Vector Databases (4)
Source: classified software and anonymized purchase signals from Cledara customers. Published 23 October 2026, 01:14 UTC.
View data table
This table contains the tools on this catalogue page. Complete data is available in the CSV and JSON downloads. The activity ranking above always describes the full published population.
| Product | Category | Subcategory | Description |
|---|---|---|---|
| HyperAgent | AI Platforms & Model Ops | AI Agents & Automation | HyperAgent is a cloud-based orchestration platform that enables teams to deploy and manage fleets of autonomous AI agents designed to execute complex, multi-step business workflows. It features a learnable "skills" system that allows agents to refine specific organizational processes over time, while providing centralized management tools for monitoring performance, controlling costs, and A/B testing various AI models and configurations. |
| HyperAgent | AI Platforms & Model Ops | AI Agents & Automation | HyperAgent is a cloud-based orchestration platform that enables teams to deploy and manage fleets of autonomous AI agents designed to execute complex, multi-step business workflows. It features a learnable "skills" system that allows agents to refine specific organizational processes over time, while providing centralized management tools for monitoring performance, controlling costs, and A/B testing various AI models and configurations. |
| Inworld AI | AI Platforms & Model Ops | AI Agents & Automation | Inworld AI provides a platform and SDKs for creating realistic AI-driven characters and conversational agents with personality, memory, and behavior controls for games, virtual worlds, and interactive experiences. Developers can integrate its runtime and tooling into engines like Unity and Unreal to build immersive NPCs and chat experiences. |
| LemonB | AI Platforms & Model Ops | AI Agents & Automation | LemonB provides domain-specific AI platforms such as TenderB, which automates tendering processes, and ReportB, which generates business reports. Its products focus on integration, data compliance in Europe, and autonomous operation. |
| MindPal | AI Platforms & Model Ops | AI Agents & Automation | MindPal provides a platform for creating and deploying AI agents. It allows automation of business workflows through configurable AI tools. |
| MindPal | AI Platforms & Model Ops | AI Agents & Automation | MindPal provides a platform for creating and deploying AI agents. It allows automation of business workflows through configurable AI tools. |
| MyClaw | AI Platforms & Model Ops | AI Agents & Automation | MyClaw.ai is a managed cloud hosting platform that provides one-click deployment and continuous operation of autonomous AI agents based on the open-source OpenClaw framework, offering always-on personal AI assistants without DevOps setup. It targets individuals and businesses seeking easy access to autonomous AI and task automation. |
| MyClaw | AI Platforms & Model Ops | AI Agents & Automation | MyClaw.ai is a managed cloud hosting platform that provides one-click deployment and continuous operation of autonomous AI agents based on the open-source OpenClaw framework, offering always-on personal AI assistants without DevOps setup. It targets individuals and businesses seeking easy access to autonomous AI and task automation. |
| Parallel | AI Platforms & Model Ops | AI Agents & Automation | Parallel provides web infrastructure and search APIs designed specifically for AI agents. It allows artificial intelligence applications to search, extract, monitor, and reason over real-time web data with cited sources and structured outputs. |
| Picolo | AI Platforms & Model Ops | AI Agents & Automation | Picolo AI is an operational AI platform for consumer and e-commerce brands that deploys autonomous agents across customer support, subscriptions, fraud detection, logistics, and marketing. It connects directly into tools like Shopify, Gorgias, and Klaviyo to automate end-to-end business workflows and allow lean teams to scale without adding headcount. |
| PRISM | AI Platforms & Model Ops | AI Agents & Automation | PRISM provides a financial data aggregation layer and native Model Context Protocol (MCP) server built for AI agents and developer workflows. |
| Reprompt | AI Platforms & Model Ops | AI Agents & Automation | Reprompt is a platform that provides AI agents that automatically validate, and analyze location-based data by processing inputs such as web content, geospatial information, images, and documents for real-time data workflows. |
| Reprompt | AI Platforms & Model Ops | AI Agents & Automation | Reprompt is a platform that provides AI agents that automatically validate, and analyze location-based data by processing inputs such as web content, geospatial information, images, and documents for real-time data workflows. |
| Grok | AI Platforms & Model Ops | AI Assistants & Copilots | Grok is a conversational generative AI service provided through the Grok.com website and mobile applications. The service responds to user prompts and generates outputs based on xAI models. |
| Harvey | AI Platforms & Model Ops | AI Assistants & Copilots | Harvey, powered by Vartion, provides a search and analysis interface for scientific and biological literature by retrieving and interpreting patterns from public and private biological data sources. The platform supports users in quickly locating relevant scientific information from large databases to assist research tasks. |
| Kimi | AI Platforms & Model Ops | AI Assistants & Copilots | Kimi is an AI assistant developed by Moonshot AI that provides large language model capabilities for chat, content generation, and data analysis. It enables users to perform tasks such as writing, research, coding, and document processing. |
| Kimi | AI Platforms & Model Ops | AI Assistants & Copilots | Kimi is an AI assistant developed by Moonshot AI that provides large language model capabilities for chat, content generation, and data analysis. It enables users to perform tasks such as writing, research, coding, and document processing. |
| Langdock | AI Platforms & Model Ops | AI Assistants & Copilots | Langdock is an AI platform that offers a secure and flexible ChatGPT-like application for businesses, enabling them to drive GenAI adoption within their organizations. The platform supports multiple large language models (LLMs) from various providers, including GPT-4 Turbo, and allows companies to integrate their own models. |
| LooksMaxxing AI | AI Platforms & Model Ops | AI Assistants & Copilots | LooksMaxxing AI is an AI-powered web application that analyzes selfies and photos to provide attractiveness, grooming, and appearance improvement feedback. |
| Maax AI | AI Platforms & Model Ops | AI Assistants & Copilots | Maax AI is a conversational AI platform |
| Okara | AI Platforms & Model Ops | AI Assistants & Copilots | Okara provides a private artificial intelligence platform that gives users access to multiple open-source models through an encrypted chat interface. |
| OpenCode | AI Platforms & Model Ops | AI Assistants & Copilots | - |
| Palabra.ai | AI Platforms & Model Ops | AI Assistants & Copilots | Palabra.ai provides AI-powered language and communication tools for businesses. The platform uses artificial intelligence to assist with content creation, communication workflows, and language processing tasks. |
| QoQo | AI Platforms & Model Ops | AI Assistants & Copilots | QoQo provides an AI companion for UX design, offering an organized perspective during the early stages of the design process. It aids in obtaining a broad understanding and insights to enhance the user experience. |
| Hive Mechanics | AI Platforms & Model Ops | AI Development Tools | - |
| Hopper | AI Platforms & Model Ops | AI Development Tools | - |
| Hyper3D | AI Platforms & Model Ops | AI Development Tools | Hyper3D provides an AI-powered platform for generating 3D models from images or text. It includes tools for creating production-ready assets with clean topology, PBR materials, and optimized geometry for use in games, product design, architecture, and 3D printing. |
| IBM | AI Platforms & Model Ops | AI Development Tools | - |
| Imagtune | AI Platforms & Model Ops | AI Development Tools | Imagtune provides an artificial intelligence interface for the generation and enhancement of digital images from text descriptions or existing visual inputs. Users utilize the system to modify artistic styles and improve image resolution for creative projects or commercial marketing content. |
| Imagtune | AI Platforms & Model Ops | AI Development Tools | Imagtune provides an artificial intelligence interface for the generation and enhancement of digital images from text descriptions or existing visual inputs. Users utilize the system to modify artistic styles and improve image resolution for creative projects or commercial marketing content. |
| JoggAI | AI Platforms & Model Ops | AI Development Tools | JoggAI offers an API and platform to generate avatar videos, transform URLs or scripts into videos, and animate photos. It provides tools like voice cloning, lip-sync, and batch video generation to integrate video output into workflows. |
| Knit | AI Platforms & Model Ops | AI Development Tools | Knit is a platform for managing AI prompts, offering features to store, edit, and run prompts efficiently. Users can organize prompts into projects, set up different use cases, manage project members and settings, and collaborate on prompts with varying access control levels. |
| Leonardo.ai | AI Platforms & Model Ops | AI Development Tools | - |
| Ludo | AI Platforms & Model Ops | AI Development Tools | Ludo is a platform designed to enhance game development processes using artificial intelligence. It offers a range of tools that aid in generating new game concepts, researching market trends, and boosting creativity in game design. The platform provides data-driven insights for market analysis, helping users identify and capitalize on current trends. It also features a comprehensive resource for game development, including game and image search capabilities, and the generation of various game elements. |
| Mammouth | AI Platforms & Model Ops | AI Development Tools | - |
| Mathpix | AI Platforms & Model Ops | AI Development Tools | Mathpix is an AI-driven solution that focuses on document automation services. It enables users to efficiently and precisely convert PDFs and images into text that can be searched, exported, and processed by machines. |
| Mindee | AI Platforms & Model Ops | AI Development Tools | Mindee is a platform that helps developers incorporate advanced document parsing and automation features into their software applications. |
| MultiSet | AI Platforms & Model Ops | AI Development Tools | MultiSet provides software for visual positioning, 3D mapping, localization, and object tracking. The platform offers APIs and cloud services for robotics, augmented reality, and spatial computing applications. |
| Musicfy | AI Platforms & Model Ops | AI Development Tools | Musicfy is a platform that leverages AI technology for music composition, generation, and AI voice synthesis |
| Nextech AR Solutions | AI Platforms & Model Ops | AI Development Tools | Nextech3D.ai provides an AI-driven ecosystem for 3D modeling and spatial computing, serving as a primary 3D asset supplier for Amazon’s e-commerce platform. The company's product suite includes Toggle3D.ai for CAD-to-3D conversion, ARway.ai for indoor navigation, and a dedicated platform for digital event management. |
| Novita AI | AI Platforms & Model Ops | AI Development Tools | - |
| Pipeboard | AI Platforms & Model Ops | AI Development Tools | Pipeboard is a Model Context Protocol (MCP) server that connects advertising platforms, including Meta Ads and Google Ads, directly to LLM-enabled interfaces like Claude or Cursor. |
| PixVerse | AI Platforms & Model Ops | AI Development Tools | PixVerse is an AI-driven platform that converts text prompts and static images into short-form videos using generative models. It supports features like lip-syncing, motion effects, and 4K upscaling. The platform offers a REST API for integration and provides templates for various visual styles. |
| Plasticity | AI Platforms & Model Ops | AI Development Tools | Plasticity is a platform that focuses on neural network modeling and artificial intelligence development. |
| PlugBear | AI Platforms & Model Ops | AI Development Tools | PlugBear is a platform that allows users to integrate artificial intelligence into their applications. It connects AI models to applications, enabling automation and functionality improvements. |
| Polaron | AI Platforms & Model Ops | AI Development Tools | Polaron is a platform that uses artificial-intelligence and microstructural image data to accelerate the design and optimisation of advanced materials. It converts image-based data into 3D representations and uses AI-driven optimisation to reduce the time, cost, and number of prototypes needed for new material development. |
| Prompt Cowboy | AI Platforms & Model Ops | AI Development Tools | Prompt Cowboy is a web-based platform for creating, managing, and sharing AI prompts and workflows to help teams optimize and scale large language model outputs. |
| Prompt Cowboy | AI Platforms & Model Ops | AI Development Tools | Prompt Cowboy is a web-based platform for creating, managing, and sharing AI prompts and workflows to help teams optimize and scale large language model outputs. |
| Promptmetheus | AI Platforms & Model Ops | AI Development Tools | Promptmetheus is an Integrated Development Environment (IDE) designed to assist users in composing, testing, and optimizing prompts for Large Language Models (LLMs). It supports over 100 LLMs and various inference APIs, enabling users to create and refine prompts for AI applications and workflows. |
| pyannoteAI | AI Platforms & Model Ops | AI Development Tools | pyannoteAI provides a cloud-based speech processing platform. It offers APIs for speaker identification and audio analysis. |
| QuickMagic | AI Platforms & Model Ops | AI Development Tools | QuickMagic is a cloud-hosted AI motion-capture platform that converts 2D video input (up to 100 MB, 30 s free tier; longer via paid plan) into 3D skeletal animation data. It analyzes human joint positions (upper body, hands), auto-detects keyframes, applies physics-based smoothing, and exports FBX, BIP, VMD, UE formats. |
| Ragie | AI Platforms & Model Ops | AI Development Tools | - |
| Remaker AI | AI Platforms & Model Ops | AI Development Tools | - |
| Repo Prompt | AI Platforms & Model Ops | AI Development Tools | Repo Prompt converts code repositories into structured text files for integration into large language model context windows. The system facilitates the selection of relevant project files and generates architectural summaries to assist artificial intelligence in understanding complex software codebases. |
| Repo Prompt | AI Platforms & Model Ops | AI Development Tools | Repo Prompt converts code repositories into structured text files for integration into large language model context windows. The system facilitates the selection of relevant project files and generates architectural summaries to assist artificial intelligence in understanding complex software codebases. |
| restb.ai | AI Platforms & Model Ops | AI Development Tools | - |
| LibreChat | AI Platforms & Model Ops | AI Platform | LibreChat is an open-source AI chat platform that allows users to integrate multiple language models from different providers into a unified conversational interface. The platform supports model switching, conversation branching, file and image uploads, and customization of UI and model endpoints. |
| neptune.ai | AI Platforms & Model Ops | AI Platform | neptune.ai is a machine learning experimentation platform that facilitates collaborative and organized model development and deployment. |
| Noveum | AI Platforms & Model Ops | AI Platform | Noveum is a platform that provides an AI gateway to route API calls to multiple large language model providers, collecting performance metrics such as latency, cost, and token usage. It enables users to evaluate and compare models using custom or preloaded datasets. |
| Poe | AI Platforms & Model Ops | AI Platform | Poe is a tool that allows users to ask questions and receive answers from AI bots built on top of large language models (LLMs). |
| Prime Intellect | AI Platforms & Model Ops | AI Platform | Prime Intellect provides a decentralized platform for AI development, offering scalable compute resources to train AI models across multiple clouds for collaborative innovation. |
| Reducto | AI Platforms & Model Ops | AI Platform | Reducto is a document ingestion API that accepts unstructured files (PDFs, images, spreadsheets, slide decks) and returns structured, schema-based outputs optimized for large language model workflows. It can also support document editing tasks like filling forms or modifying content via API calls. |
| Hugging Face | AI Platforms & Model Ops | LLM Providers & APIs | - |
| Mistral AI | AI Platforms & Model Ops | LLM Providers & APIs | - |
| MxSpeech | AI Platforms & Model Ops | LLM Providers & APIs | MxSpeech provides AI-powered speech recognition and natural language processing tools, helping businesses enhance customer interactions and streamline communication processes through accurate transcription and analysis. |
| Nari Dia | AI Platforms & Model Ops | LLM Providers & APIs | Nari Dia offers advanced AI-powered text-to-speech solutions, including the Dia 1.6B TTS model, capable of generating ultra-realistic dialogue with natural intonation, rhythm, and emotion. |
| Neuphonic | AI Platforms & Model Ops | LLM Providers & APIs | Neuphonic provides real-time voice AI services such as text-to-speech, voice cloning, and programmable voice agents through an API. The platform is used by developers and enterprises that require low-latency, natural-sounding voices for support, sales, and conversational AI applications. |
| Nous Research | AI Platforms & Model Ops | LLM Providers & APIs | - |
| Promptitude.io | AI Platforms & Model Ops | LLM Providers & APIs | Promptitude.io is an AI tool that provides an API for the integration of GPT into SaaS and mobile apps. |
| GROQ | AI Platforms & Model Ops | ML Ops & Model Training | - |
| Hamming | AI Platforms & Model Ops | ML Ops & Model Training | Hamming provides a platform that automates testing and monitoring of AI voice agents through simulated calls and analytics. It enables teams to evaluate and optimize AI voice systems for production use. |
| Hasty | AI Platforms & Model Ops | ML Ops & Model Training | Hasty is a vision AI platform that enables users to upload image and video datasets, label visual data, and use those labeled datasets to build, compare, and deploy custom computer vision models for machine learning workflows. The platform supports annotation and model training tasks to help data and AI teams prepare training data and iterate on vision AI projects. |
| HPC-AI | AI Platforms & Model Ops | ML Ops & Model Training | HPC-AI Tech provides an open-source software stack that optimizes the training and deployment of large-scale artificial intelligence models across high-performance computing clusters. |
| HPC-AI | AI Platforms & Model Ops | ML Ops & Model Training | HPC-AI Tech provides an open-source software stack that optimizes the training and deployment of large-scale artificial intelligence models across high-performance computing clusters. |
| Humanloop | AI Platforms & Model Ops | ML Ops & Model Training | Humanloop is a platform that assists developers in building applications using large language models, primarily focusing on data labeling and annotation for machine learning tasks. |
| HumanSignal | AI Platforms & Model Ops | ML Ops & Model Training | HumanSignal's Label Studio Enterprise is a data labeling platform supporting image, video, audio, text, and time series data. It offers customizable interfaces, LLM-assisted pre-labeling, and ML model integration. Limitations include performance constraints with large files (e.g., videos >1 hour, audio >30 minutes). Deployment requires cloud or on-premises infrastructure |
| Hyperbolic | AI Platforms & Model Ops | ML Ops & Model Training | Hyperbolic provides cloud infrastructure for artificial intelligence workloads. The platform enables users to access GPU computing resources for model training and inference. |
| Hyperbolic | AI Platforms & Model Ops | ML Ops & Model Training | Hyperbolic provides cloud infrastructure for artificial intelligence workloads. The platform enables users to access GPU computing resources for model training and inference. |
| Inception Labs | AI Platforms & Model Ops | ML Ops & Model Training | Inception Labs develops artificial intelligence systems focused on automating complex research and data synthesis tasks for enterprise clients. The platform provides tools for generating structured insights and managing specialized AI models within business workflows. |
| Kili | AI Platforms & Model Ops | ML Ops & Model Training | Kili is a platform that simplifies data labeling, error correction, and operations for AI and machine learning projects, while also providing expert labeling services. |
| LandingAI | AI Platforms & Model Ops | ML Ops & Model Training | LandingAI offers a vision/visual-AI platform that lets organizations build, label, train and deploy custom vision model, for tasks like document extraction, image analysis, object detection and other machine-vision use cases. |
| LLMbase | AI Platforms & Model Ops | ML Ops & Model Training | LLMbase is an AI platform for building, testing, and managing applications powered by large language models. It helps teams experiment with prompts and models, evaluate outputs, and operationalize LLM workflows. |
| MindsDB | AI Platforms & Model Ops | ML Ops & Model Training | MindsDB provides a platform that enables users to integrate machine learning models into databases and data workflows. It allows teams to build and deploy predictive models using SQL-based interfaces. |
| Moonlake AI | AI Platforms & Model Ops | ML Ops & Model Training | Moonlake AI is an AI platform that provides tools for building, deploying, and managing large language model–based applications and assistants. It enables teams to integrate AI capabilities into products and workflows. |
| Ollama | AI Platforms & Model Ops | ML Ops & Model Training | Ollama provides tools to run and manage large language models locally or on private infrastructure, offering a developer-friendly CLI and desktop app to serve models and build AI applications. |
| Orq.ai | AI Platforms & Model Ops | ML Ops & Model Training | Orq.ai is a centralized environment for software operations teams to manage large language model workflows. It helps teams design, deploy, monitor, and optimize AI applications and workflows. It provides tooling for prompt management, experimentation, observability, and governance for production AI systems. |
| Orq.ai | AI Platforms & Model Ops | ML Ops & Model Training | Orq.ai is a centralized environment for software operations teams to manage large language model workflows. It helps teams design, deploy, monitor, and optimize AI applications and workflows. It provides tooling for prompt management, experimentation, observability, and governance for production AI systems. |
| Paperspace | AI Platforms & Model Ops | ML Ops & Model Training | A cloud platform that enables users to develop, train, and deploy AI models, offering GPU compute resources, virtual desktops, and centralized management for scalable workloads. |
| PromptFoo | AI Platforms & Model Ops | ML Ops & Model Training | PromptFoo provides testing, validation, and monitoring tools for LLM prompts and outputs, enabling teams to write tests, evaluate model responses, and track regression across models. It offers both an open-source CLI and a hosted web service for continuous prompt quality assurance. |
| Recombee | AI Platforms & Model Ops | ML Ops & Model Training | Recombee is a software company that offers a recommendation engine. It provides personalized product and content recommendations based on collaborative and content-based filtering algorithms to improve user experience. The system includes features such as real-time personalization, AI-powered A/B testing, and advanced business rules. |
| ReLens | AI Platforms & Model Ops | ML Ops & Model Training | ReLens is a platform that enables users to monitor and analyze how their products are mentioned and utilized by large language models across various AI platforms. It provides tools to track product visibility, detect potential misrepresentations, and identify opportunities to enhance AI-driven brand presence. |
| Google Gemini | AI Platforms & Model Ops | Other | - |
| Hour One | AI Platforms & Model Ops | Other | Hour One is a platform that provides AI-powered video generation tools. It utilizes text-to-video technology and incorporates hyper-realistic AI avatars. The platform supports over 100 languages and various accents and voices, catering to a range of video creation needs. It is designed to be user-friendly, requiring no specialized design or editing skills. |
| LALAL.AI | AI Platforms & Model Ops | Other | LALAL.AI is an audio processing tool that separates vocals and instruments from audio files. Users can upload audio and extract individual audio tracks. |
| Natural Readers | AI Platforms & Model Ops | Other | Natural Readers is a text-to-speech software that converts written text into spoken words. |
| OCR Space | AI Platforms & Model Ops | Other | - |
| Mem0 | AI Platforms & Model Ops | Vector Databases | Mem0 provides a memory layer for AI applications that enables systems to store and retrieve user interactions and context over time. It allows AI agents and applications to learn from past interactions and deliver more personalized responses. |
| Mem0 | AI Platforms & Model Ops | Vector Databases | Mem0 provides a memory layer for AI applications that enables systems to store and retrieve user interactions and context over time. It allows AI agents and applications to learn from past interactions and deliver more personalized responses. |
| Mixedbread | AI Platforms & Model Ops | Vector Databases | Mixedbread provides an omnimodal search and retrieval platform that allows artificial intelligence models to access and process text, images, and video content. The infrastructure utilizes specialized embedding models and reranking technology to deliver precise context for complex agentic workflows. |
| Mixedbread | AI Platforms & Model Ops | Vector Databases | Mixedbread provides an omnimodal search and retrieval platform that allows artificial intelligence models to access and process text, images, and video content. The infrastructure utilizes specialized embedding models and reranking technology to deliver precise context for complex agentic workflows. |
Largest three-month activity-rank gains among AI-native tools
Highperformr has the largest measured three-month activity-rank gain among AI-native products with both calendar-month observations: 1,442 positions, as of 23 October 2026, 01:14 UTC. Rank movement is not a percentage growth rate.
| Tool | Category | Rank 3 months ago | Rank now | Ranks gained |
|---|---|---|---|---|
| Highperformr | Marketing & Growth | #2,675 | #1,233 | 1,442 |
| Anam | Customer Success & Support | #2,725 | #1,467 | 1,258 |
| Kie.ai | Marketing & Growth | #2,588 | #1,364 | 1,224 |
| Venice AI | AI Platforms & Model Ops | #2,720 | #1,540 | 1,180 |
| Sphere | Finance & Accounting | #2,686 | #1,681 | 1,005 |
AI-native vs AI-embedded vs hyperscaler
Every product on this map carries one of three classifications. AI-native products are built primarily around AI models — Anthropic/Claude is one. AI-embedded products add AI features to an existing software platform, like GitHub. Hyperscalers are the large cloud platforms that ship AI services alongside everything else, like Google Workspace. Of the AI tools on the map, 67.9% are AI-native, 31.4% AI-embedded and 0.7% hyperscalers.
Frequently Asked Questions
Which AI tools lead the payment-activity ranking in 2026?
Anthropic/Claude, OpenAI/ChatGPT and Google Workspace lead the AI-classified products by trailing 12-month payment activity in Cledara as of 23 October 2026, 01:14 UTC. See the top-20 ranking above. This does not measure seats or usage.
Which AI tool has the highest recorded payment activity?
Anthropic/Claude leads the AI-classified activity ranking, ahead of OpenAI/ChatGPT, with 12.3% of trailing 12-month transactions across all software tracked by Cledara. This is not an AI-only share or the percentage of companies using the tool.
Does Claude or ChatGPT have the higher payment-activity rank?
Anthropic/Claude has the higher trailing 12-month payment-activity rank of the recorded Claude and ChatGPT products, as of 23 October 2026, 01:14 UTC. Activity rank alone cannot establish which receives more spend or has more distinct customers.
How many AI-classified products are recorded?
The catalogue records 1,689 AI-classified products across 13 categories. Catalogue inclusion does not require a current paid observation and does not measure a typical company's tool count. Updated monthly.
What counts as an AI-native product?
AI-native products are built primarily around AI models (e.g. Anthropic/Claude); AI-embedded products add AI to an existing platform (e.g. GitHub). Every product on the map is labelled with its classification.
Related data
Cledara AI Market Map, "Real-Time AI Market Map (2026)", data.cledara.com, updated 23 October 2026, 01:14 UTC. Cite with attribution under the site's CC BY-NC 4.0 data license.